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parser.py
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634 lines (520 loc) · 21.8 KB
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"""SQL query parsing facade.
Thin facade that composes the specialised extractors via lazy properties:
* :class:`~ast_parser.ASTParser` — AST construction and dialect detection.
* :class:`~column_extractor.ColumnExtractor` — single-pass column/alias extraction.
* :class:`~table_extractor.TableExtractor` — table extraction with position sorting.
* :class:`~nested_resolver.NestedResolver` — CTE/subquery name and body extraction,
nested column resolution.
* :mod:`query_type_extractor` — query type detection.
* :mod:`comments` — comment extraction.
"""
import logging
import re
from typing import Any
from sqlglot import exp
from sql_metadata.ast_parser import ASTParser
from sql_metadata.column_extractor import ColumnExtractor
from sql_metadata.comments import extract_comments, strip_comments
from sql_metadata.generalizator import Generalizator
from sql_metadata.keywords_lists import QueryType
from sql_metadata.nested_resolver import NestedResolver
from sql_metadata.query_type_extractor import QueryTypeExtractor
from sql_metadata.sql_cleaner import SqlCleaner
from sql_metadata.table_extractor import TableExtractor
from sql_metadata.utils import UniqueList
class Parser:
"""Parse a SQL query and extract metadata.
The primary public interface of the ``sql-metadata`` library. Given a
raw SQL string, the parser lazily extracts tables, columns, aliases,
CTE definitions, subqueries, values, comments, and more — each
available as a cached property.
:param sql: The SQL query string to parse.
:type sql: str
:param disable_logging: If ``True``, suppress all log output.
:type disable_logging: bool
"""
def __init__(self, sql: str = "", disable_logging: bool = False) -> None:
self._logger = logging.getLogger(self.__class__.__name__)
self._logger.disabled = disable_logging
self._raw_query = sql
self._query_type: QueryType | None = None
self._ast_parser = ASTParser(sql)
self._resolver: NestedResolver | None = None
self._tokens: list[str] | None = None
self._columns_extracted = False
self._columns: UniqueList = UniqueList()
self._columns_dict: dict[str, UniqueList] = {}
self._columns_aliases_names: UniqueList = UniqueList()
self._columns_aliases: dict[str, str | list[str]] = {}
self._columns_aliases_dict: dict[str, UniqueList] = {}
self._output_columns: list[str] = []
self._tables: list[str] | None = None
self._table_aliases: dict[str, str] | None = None
self._with_names: list[str] | None = None
self._with_queries: dict[str, str] | None = None
self._subqueries: dict[str, str] | None = None
self._subqueries_names: list[str] | None = None
self._limit_and_offset: tuple[int, int] | None = None
self._values: list[Any] | None = None
self._values_dict: dict[str, int | float | str | list[Any]] | None = None
def _require_ast(self) -> exp.Expression:
"""Return the AST, asserting it is non-None.
Every property that needs the AST first triggers a check that
rejects ``None`` (either a ``ValueError`` from ``ASTParser`` on
malformed SQL, or an assert in ``query_type`` / ``tables_aliases``
on empty input). This helper centralises the resulting
``ast is not None`` narrowing so callers can write
``ast = self._require_ast()`` instead of a two-line dance.
:rtype: exp.Expression
:raises ValueError: Propagated from ``ASTParser`` for malformed SQL.
"""
ast = self._ast_parser.ast
assert ast is not None
return ast
def _get_resolver(self) -> NestedResolver:
"""Return the cached :class:`NestedResolver` for this query.
The resolver is created lazily on first access and reused for all
subsequent column resolution and CTE/subquery work, so the AST is
only walked once for nested-structure extraction.
:returns: The shared resolver instance.
:rtype: NestedResolver
"""
if self._resolver is None:
self._resolver = NestedResolver(
self._require_ast(), parser_factory=Parser
)
return self._resolver
@property
def query(self) -> str:
"""Return the preprocessed SQL query.
Preprocessing normalises quoting (double-quoted identifiers become
backtick-quoted) while preserving quotes inside string literals, and
collapses newlines and redundant whitespace.
:rtype: str
"""
return SqlCleaner.preprocess_query(self._raw_query)
@property
def query_type(self) -> QueryType | None:
"""Return the type of the SQL query.
Delegates to :class:`QueryTypeExtractor` which maps the top-level
AST node to a :class:`~keywords_lists.QueryType` value (SELECT,
INSERT, UPDATE, DELETE, CREATE, etc.). If the AST cannot be built
(unparseable SQL), the extractor falls back to keyword matching on
the raw string.
:rtype: QueryType | None
"""
if self._query_type:
return self._query_type
try:
ast = self._ast_parser.ast
except ValueError:
ast = None
self._query_type = QueryTypeExtractor(
ast, self._raw_query, is_replace=self._ast_parser.is_replace
).extract()
return self._query_type
@property
def tokens(self) -> list[str]:
"""Return the SQL as a list of token strings.
Uses the sqlglot tokenizer (dialect-aware) and strips backtick and
double-quote delimiters from each token so identifiers appear as
plain names.
:rtype: list[str]
"""
if self._tokens is not None:
return self._tokens
if not self._raw_query or not self._raw_query.strip():
self._tokens = []
return self._tokens
from sql_metadata.comments import _choose_tokenizer
sg_tokens = list(
_choose_tokenizer(self._raw_query).tokenize(self._raw_query)
)
self._tokens = [t.text.strip("`").strip('"') for t in sg_tokens]
return self._tokens
@property
def columns(self) -> list[str]:
"""Return the list of column names referenced in the query.
Walks the sqlglot AST via :class:`ColumnExtractor` in a single DFS
pass, then resolves CTE and subquery references through
:class:`NestedResolver`. When AST construction fails (unparseable
SQL), falls back to a regex extraction of ``INTO … (col1, col2)``
column lists.
:rtype: list[str]
"""
if self._columns_extracted:
return self._columns
self._columns_extracted = True
try:
ast = self._require_ast()
ta = self.tables_aliases
except ValueError:
self._columns = UniqueList(self._extract_columns_regex())
return self._columns
extractor = ColumnExtractor(ast, ta, self._ast_parser.cte_name_map)
result = extractor.extract()
self._columns = result.columns
self._columns_dict = result.columns_dict
self._columns_aliases_names = result.alias_names
self._columns_aliases_dict = result.alias_dict
self._columns_aliases = result.alias_map
self._output_columns = result.output_columns
# Use only aliased subquery names for column resolution —
# auto-generated names (subquery_1, …) are never referenced in SQL.
aliased_names = result.subquery_names
all_names, all_bodies = NestedResolver.extract_subqueries(ast)
aliased_bodies = {k: v for k, v in all_bodies.items() if k in aliased_names}
resolver = self._get_resolver()
self._columns, self._columns_dict, self._columns_aliases = resolver.resolve(
self._columns,
self._columns_dict,
self._columns_aliases,
aliased_names,
aliased_bodies,
self.with_names,
self.with_queries,
)
# Cache full results for the public properties
self._subqueries_names = all_names
self._subqueries = all_bodies
return self._columns
@property
def columns_dict(self) -> dict[str, UniqueList]:
"""Return column names organised by query clause.
Keys are SQL clause names (``"select"``, ``"where"``, ``"join"``,
``"order_by"``, ``"group_by"``, etc.) and values are
:class:`~utils.UniqueList` instances of column names found in that
clause. Column aliases are resolved back to their underlying
columns before inclusion.
:rtype: dict[str, UniqueList]
"""
if not self._columns_extracted:
_ = self.columns
# Resolve aliases used in other sections
if self.columns_aliases_dict:
resolver = self._get_resolver()
for key, value in self.columns_aliases_dict.items():
for alias in value:
resolved = resolver.resolve_column_alias(
alias, self.columns_aliases
)
for r in resolved:
self._columns_dict.setdefault(key, UniqueList()).append(r)
return self._columns_dict
@property
def columns_aliases(self) -> dict[str, str | list[str]]:
"""Return the alias-to-column mapping for column aliases.
Maps each column alias to the underlying column name(s) it was
derived from, e.g. ``{"total": "SUM(amount)"}``. When a CASE
expression produces multiple source columns the value is a list.
:rtype: dict[str, str | list[str]]
"""
if not self._columns_extracted:
_ = self.columns
return self._columns_aliases
@property
def columns_aliases_dict(self) -> dict[str, UniqueList]:
"""Return column alias names organised by query clause.
Keys are SQL clause names and values are :class:`~utils.UniqueList`
instances of alias names defined in that clause. Complements
:attr:`columns_aliases` which maps alias → source column.
:rtype: dict[str, UniqueList]
"""
if not self._columns_extracted:
_ = self.columns
return self._columns_aliases_dict
@property
def columns_aliases_names(self) -> list[str]:
"""Return the names of all column aliases used in the query.
:rtype: list[str]
"""
if not self._columns_extracted:
_ = self.columns
return self._columns_aliases_names
@property
def output_columns(self) -> list[str]:
"""Return the ordered list of SELECT output column names.
Combines real columns and aliases in their original position.
For example, ``SELECT a, b AS c FROM t`` returns ``["a", "c"]``.
:rtype: list[str]
"""
if not self._columns_extracted:
_ = self.columns
return self._output_columns
@property
def tables(self) -> list[str]:
"""Return the list of table names referenced in the query.
Tables are extracted from the AST by :class:`TableExtractor`,
sorted by their position in the SQL text, and filtered to exclude
CTE names (which appear in :attr:`with_names` instead).
:rtype: list[str]
"""
if self._tables is not None:
return self._tables
_ = self.query_type
ast = self._require_ast()
cte_names = set(self.with_names)
for placeholder in self._ast_parser.cte_name_map:
cte_names.add(placeholder)
extractor = TableExtractor(
ast,
cte_names,
dialect=self._ast_parser.dialect,
)
self._tables = extractor.extract()
return self._tables
@property
def tables_aliases(self) -> dict[str, str]:
"""Return the table alias mapping for this query.
Maps each table alias to the real table name it refers to, e.g.
``{"u": "users", "o": "orders"}``.
:rtype: dict[str, str]
"""
if self._table_aliases is not None:
return self._table_aliases
extractor = TableExtractor(self._require_ast())
self._table_aliases = extractor.extract_aliases(self.tables)
return self._table_aliases
@property
def with_names(self) -> list[str]:
"""Return the CTE (Common Table Expression) names from the query.
:rtype: list[str]
"""
if self._with_names is not None:
return self._with_names
resolver = self._get_resolver()
self._with_names = resolver.extract_cte_names(
self._ast_parser.cte_name_map
)
return self._with_names
@property
def with_queries(self) -> dict[str, str]:
"""Return the SQL body for each CTE defined in the query.
Maps each CTE name to its defining SQL text, e.g.
``{"active_users": "SELECT id FROM users WHERE active = 1"}``.
:rtype: dict[str, str]
"""
if self._with_queries is not None:
return self._with_queries
resolver = self._get_resolver()
self._with_queries = resolver.extract_cte_bodies(
self._ast_parser.cte_name_map
)
return self._with_queries
@property
def subqueries(self) -> dict[str, str]:
"""Return the SQL body for each subquery in the query.
Maps each subquery name to its SQL text. Aliased subqueries use
their alias as the key; unaliased ones get auto-generated names
(``subquery_1``, ``subquery_2``, …).
:rtype: dict[str, str]
"""
if self._subqueries is not None:
return self._subqueries
self._subqueries_names, self._subqueries = (
NestedResolver.extract_subqueries(self._require_ast())
)
return self._subqueries
@property
def subqueries_names(self) -> list[str]:
"""Return the names of all subqueries (innermost first).
Aliased subqueries use their alias; unaliased ones get
auto-generated names (``subquery_1``, ``subquery_2``, …).
:rtype: list[str]
"""
if self._subqueries_names is not None:
return self._subqueries_names
self._subqueries_names, self._subqueries = (
NestedResolver.extract_subqueries(self._require_ast())
)
return self._subqueries_names
@staticmethod
def _extract_int_from_node(node: Any) -> int | None:
"""Safely extract an integer value from a Limit or Offset node.
:param node: A sqlglot AST node (typically ``exp.Limit`` or
``exp.Offset``), or ``None``.
:type node: Any
:returns: The integer value, or ``None`` if the node is absent or
cannot be converted.
:rtype: int | None
"""
if not node:
return None
try:
return int(node.expression.this)
except (ValueError, AttributeError, TypeError):
return None
@property
def limit_and_offset(self) -> tuple[int, int] | None:
"""Return the LIMIT and OFFSET values, if present.
Extracts values from the AST first; when the AST has no Limit node
(e.g. dialect-specific syntax), falls back to regex matching on the
raw SQL.
:rtype: tuple[int, int] | None
"""
if self._limit_and_offset is not None:
return self._limit_and_offset
ast = self._ast_parser.ast
if ast is None:
return None
select = ast if isinstance(ast, exp.Select) else ast.find(exp.Select)
if select is None:
return None
limit_val = self._extract_int_from_node(select.args.get("limit"))
offset_val = self._extract_int_from_node(select.args.get("offset"))
if limit_val is None:
return self._extract_limit_regex()
self._limit_and_offset = limit_val, offset_val or 0
return self._limit_and_offset
@property
def values(self) -> list[Any]:
"""Return the list of literal values from INSERT/REPLACE queries.
A single-row INSERT returns a flat list of values; a multi-row
INSERT returns a list of lists (one per row).
:rtype: list[Any]
"""
if self._values is not None:
return self._values
self._values = self._extract_values()
return self._values
@property
def values_dict(self) -> dict[str, Any] | None:
"""Return column-value pairs from INSERT/REPLACE queries.
Maps each column name to its value (single-row) or list of values
(multi-row). When column names cannot be determined, auto-generated
names (``column_1``, ``column_2``, …) are used as keys.
:rtype: dict[str, Any] | None
"""
values = self.values
if self._values_dict is not None or not values:
return self._values_dict
columns = self.columns
is_multi = values and isinstance(values[0], list)
first_row = values[0] if is_multi else values
if not columns:
columns = [f"column_{ind + 1}" for ind in range(len(first_row))]
if is_multi:
self._values_dict = {
col: [row[i] for row in values] for i, col in enumerate(columns)
}
else:
self._values_dict = dict(zip(columns, values))
return self._values_dict
@property
def comments(self) -> list[str]:
"""Return all comments from the SQL query.
:rtype: list[str]
"""
return extract_comments(self._raw_query)
@property
def without_comments(self) -> str:
"""Return the SQL with all comments removed.
:rtype: str
"""
return strip_comments(self._raw_query)
@property
def generalize(self) -> str:
"""Return a generalised (anonymised) version of the query.
:rtype: str
"""
return Generalizator(self._raw_query).generalize
def _extract_values(self) -> list[Any]:
"""Extract literal values from INSERT/REPLACE query AST.
:returns: A flat list for single-row inserts, a list of lists for
multi-row inserts, or an empty list when no VALUES clause exists.
:rtype: list[Any]
"""
try:
ast = self._ast_parser.ast
except ValueError:
return []
if ast is None:
return []
values_node = ast.find(exp.Values)
if not values_node:
return []
rows = []
for tup in values_node.expressions:
rows.append([self._convert_value(val) for val in tup.expressions])
if len(rows) == 1:
return rows[0]
return rows
@staticmethod
def _convert_value(val: exp.Expression) -> int | float | str:
"""Convert a sqlglot literal AST node to a Python type.
:param val: A sqlglot expression node (typically ``exp.Literal``
or ``exp.Neg``).
:type val: exp.Expression
:returns: The Python int, float, or str representation.
:rtype: int | float | str
"""
if isinstance(val, exp.Literal):
if val.is_int:
return int(val.this)
if val.is_number:
return float(val.this)
return str(val.this)
if isinstance(val, exp.Neg):
inner = val.this
if isinstance(inner, exp.Literal):
if inner.is_int:
return -int(inner.this)
return -float(inner.this)
return str(val)
def _extract_limit_regex(self) -> tuple[int, int] | None:
"""Extract LIMIT and OFFSET using regex as a fallback.
Handles both ``LIMIT n OFFSET m`` and MySQL-style ``LIMIT m, n``
syntax.
:returns: A ``(limit, offset)`` tuple, or ``None`` if no LIMIT
clause is found.
:rtype: tuple[int, int] | None
"""
sql = strip_comments(self._raw_query)
match = re.search(r"LIMIT\s+(\d+)\s*,\s*(\d+)", sql, re.IGNORECASE)
if match:
offset_val = int(match.group(1))
limit_val = int(match.group(2))
self._limit_and_offset = limit_val, offset_val
return self._limit_and_offset
match = re.search(
r"LIMIT\s+(\d+)(?:\s+OFFSET\s+(\d+))?",
sql,
re.IGNORECASE,
)
if match:
limit_val = int(match.group(1))
offset_val = int(match.group(2)) if match.group(2) else 0
self._limit_and_offset = limit_val, offset_val
return self._limit_and_offset
return None
def _extract_columns_regex(self) -> list[str]:
"""Extract column names from ``INTO … (col1, col2)`` using regex.
Used as a fallback when AST construction fails (e.g. malformed SQL
that still contains an identifiable INSERT column list).
:returns: Column names, or an empty list if no match is found.
:rtype: list[str]
"""
match = re.search(
r"INTO\s+\S+\s*\(([^)]+)\)",
self._raw_query,
re.IGNORECASE,
)
if not match:
return []
cols = []
for col in match.group(1).split(","):
col = col.strip().strip("`").strip('"').strip("'")
if col:
cols.append(col)
return cols
def _resolve_column_alias(self, alias: str | list[str]) -> list[str]:
"""Recursively resolve a column alias to its underlying column(s).
Delegates to :meth:`NestedResolver.resolve_column_alias` which
follows alias chains through CTEs and subqueries.
:param alias: The alias name or list of alias names to resolve.
:type alias: str | list[str]
:returns: The resolved column name(s).
:rtype: list[str]
"""
resolver = self._get_resolver()
return resolver.resolve_column_alias(alias, self.columns_aliases)